Packages and Data

library(mclust)
Warning: package ‘mclust’ was built under R version 4.1.2
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 / /  / / /___/ /___/ /_/ /___/ // /    
/_/  /_/\____/_____/\____//____//_/    version 5.4.9
Type 'citation("mclust")' for citing this R package in publications.

Attaching package: ‘mclust’

The following object is masked from ‘package:purrr’:

    map

Trying PCA

Looks like we can’t really throw away a non-trivial amount of component vectors.

SVD

gameInfo.svd <- gameInfo %>%
  select(!1:3) %>% 
  as.matrix() %>% 
  svd()
gameInfo.svd %>% 
  head()
$d
  [1] 1.740198e+02 8.749398e+01 8.482913e+01
  [4] 8.321781e+01 8.019488e+01 7.745692e+01
  [7] 7.651088e+01 7.560129e+01 7.527986e+01
 [10] 7.477068e+01 7.390218e+01 7.224390e+01
 [13] 7.172339e+01 7.045779e+01 6.992477e+01
 [16] 6.893636e+01 6.883964e+01 6.817089e+01
 [19] 6.754341e+01 6.658435e+01 6.564968e+01
 [22] 6.537229e+01 6.446440e+01 6.418094e+01
 [25] 6.396647e+01 6.334588e+01 6.319485e+01
 [28] 6.248385e+01 6.229184e+01 6.134096e+01
 [31] 6.128897e+01 6.102166e+01 6.066034e+01
 [34] 5.979114e+01 5.949351e+01 5.937676e+01
 [37] 5.909663e+01 5.904073e+01 5.884688e+01
 [40] 5.848952e+01 5.811503e+01 5.801137e+01
 [43] 5.770079e+01 5.758279e+01 5.747736e+01
 [46] 5.741237e+01 5.730174e+01 5.708366e+01
 [49] 5.688824e+01 5.655575e+01 5.630760e+01
 [52] 5.605709e+01 5.600950e+01 5.559214e+01
 [55] 5.519540e+01 5.509268e+01 5.500896e+01
 [58] 5.487217e+01 5.480274e+01 5.463543e+01
 [61] 5.456569e+01 5.426950e+01 5.410395e+01
 [64] 5.405446e+01 5.385383e+01 5.368178e+01
 [67] 5.364999e+01 5.339029e+01 5.314069e+01
 [70] 5.312529e+01 5.299342e+01 5.267957e+01
 [73] 5.260047e+01 5.244625e+01 5.237004e+01
 [76] 5.225449e+01 5.216546e+01 5.194421e+01
 [79] 5.188307e+01 5.175339e+01 5.159396e+01
 [82] 5.144196e+01 5.133590e+01 5.119620e+01
 [85] 5.113023e+01 5.096654e+01 5.089885e+01
 [88] 5.065559e+01 5.057677e+01 5.047036e+01
 [91] 5.032053e+01 5.013150e+01 5.004793e+01
 [94] 4.976756e+01 4.971436e+01 4.962240e+01
 [97] 4.955103e+01 4.948729e+01 4.941146e+01
[100] 4.925609e+01 4.919648e+01 4.907790e+01
[103] 4.903956e+01 4.885575e+01 4.873960e+01
[106] 4.844579e+01 4.835962e+01 4.818871e+01
[109] 4.813764e+01 4.797872e+01 4.783985e+01
[112] 4.770558e+01 4.768450e+01 4.753032e+01
[115] 4.747845e+01 4.739695e+01 4.713640e+01
[118] 4.709036e+01 4.707647e+01 4.695612e+01
[121] 4.686331e+01 4.678766e+01 4.659070e+01
[124] 4.647950e+01 4.640652e+01 4.634882e+01
[127] 4.624197e+01 4.611087e+01 4.589993e+01
[130] 4.578032e+01 4.568190e+01 4.566266e+01
[133] 4.558804e+01 4.557077e+01 4.548121e+01
[136] 4.532967e+01 4.518495e+01 4.508981e+01
[139] 4.491820e+01 4.490008e+01 4.477592e+01
[142] 4.464308e+01 4.455131e+01 4.437600e+01
[145] 4.430064e+01 4.426335e+01 4.406506e+01
[148] 4.401569e+01 4.391544e+01 4.383871e+01
[151] 4.374754e+01 4.370318e+01 4.349192e+01
[154] 4.343951e+01 4.334504e+01 4.317435e+01
[157] 4.308532e+01 4.299698e+01 4.293197e+01
[160] 4.276025e+01 4.271561e+01 4.255327e+01
[163] 4.250281e+01 4.239024e+01 4.232999e+01
[166] 4.213741e+01 4.209452e+01 4.200564e+01
[169] 4.190258e+01 4.183781e+01 4.168681e+01
[172] 4.159321e+01 4.154823e+01 4.148652e+01
[175] 4.144953e+01 4.126164e+01 4.117214e+01
[178] 4.102695e+01 4.099755e+01 4.093250e+01
[181] 4.071313e+01 4.053748e+01 4.047413e+01
[184] 4.029409e+01 4.020566e+01 4.013327e+01
[187] 3.992857e+01 3.990133e+01 3.978034e+01
[190] 3.959556e+01 3.955338e+01 3.942337e+01
[193] 3.922279e+01 3.908603e+01 3.890937e+01
[196] 3.875062e+01 3.868981e+01 3.861401e+01
[199] 3.838448e+01 3.830967e+01 3.821891e+01
[202] 3.794476e+01 3.767230e+01 3.752650e+01
[205] 3.746790e+01 3.729094e+01 3.711986e+01
[208] 3.696253e+01 3.682353e+01 3.670402e+01
[211] 3.663301e+01 3.656903e+01 3.646732e+01
[214] 3.635090e+01 3.631285e+01 3.609697e+01
[217] 3.596179e+01 3.586856e+01 3.571571e+01
[220] 3.564593e+01 3.556284e+01 3.548969e+01
[223] 3.537960e+01 3.519118e+01 3.516562e+01
[226] 3.506487e+01 3.492665e+01 3.478899e+01
[229] 3.455253e+01 3.447655e+01 3.414695e+01
[232] 3.403261e+01 3.394166e+01 3.389349e+01
[235] 3.377908e+01 3.357141e+01 3.337163e+01
[238] 3.330574e+01 3.303260e+01 3.295211e+01
[241] 3.287946e+01 3.281339e+01 3.251696e+01
[244] 3.236886e+01 3.229084e+01 3.218208e+01
[247] 3.204315e+01 3.192601e+01 3.188245e+01
[250] 3.170606e+01 3.165783e+01 3.152743e+01
[253] 3.129509e+01 3.124525e+01 3.107911e+01
[256] 3.094648e+01 3.082719e+01 3.051667e+01
[259] 3.045528e+01 3.032491e+01 3.016441e+01
[262] 3.011389e+01 2.988576e+01 2.970019e+01
[265] 2.965632e+01 2.947697e+01 2.920493e+01
[268] 2.913155e+01 2.889998e+01 2.876903e+01
[271] 2.874665e+01 2.857622e+01 2.845169e+01
[274] 2.825249e+01 2.817276e+01 2.811358e+01
[277] 2.792556e+01 2.781018e+01 2.773569e+01
[280] 2.765004e+01 2.763168e+01 2.749050e+01
[283] 2.732669e+01 2.723652e+01 2.721894e+01
[286] 2.689405e+01 2.686250e+01 2.672989e+01
[289] 2.654358e+01 2.630824e+01 2.614987e+01
[292] 2.600153e+01 2.574895e+01 2.529347e+01
[295] 2.508330e+01 2.493353e+01 2.447146e+01
[298] 2.429136e+01 2.414961e+01 2.401423e+01
[301] 2.382580e+01 2.307088e+01 2.292132e+01
[304] 2.212803e+01 2.186208e+01 2.108140e+01
[307] 2.101051e+01 2.014949e+01 1.997917e+01
[310] 1.883882e+01 1.851739e+01 1.755052e+01
[313] 1.709953e+01 1.978918e-12

$u
                [,1]          [,2]          [,3]
    [1,] 0.002695241 -1.405418e-04  1.797799e-04
    [2,] 0.004991804 -3.176232e-03  1.946352e-03
    [3,] 0.002661620  5.492065e-04  2.586415e-04
                  [,4]          [,5]          [,6]
    [1,] -1.418861e-04  1.661089e-05 -2.170066e-04
    [2,]  1.293023e-02 -4.280872e-03  7.526310e-03
    [3,]  1.460979e-03  2.673824e-03  2.268979e-04
                  [,7]          [,8]          [,9]
    [1,]  1.674849e-03  2.618736e-04 -1.126416e-04
    [2,] -5.387522e-03  2.244273e-04 -1.578095e-03
    [3,]  2.118493e-03  7.240019e-03  1.597426e-03
                 [,10]         [,11]         [,12]
    [1,] -5.279389e-04  2.221293e-04  5.146099e-04
    [2,] -1.664480e-04 -1.563265e-03 -1.288322e-04
    [3,]  1.234194e-03 -3.483691e-04 -3.438280e-03
                 [,13]         [,14]         [,15]
    [1,]  1.175613e-03 -3.101499e-04  7.479078e-04
    [2,]  8.937549e-03 -2.635522e-03  2.294243e-03
    [3,] -1.666930e-03  2.252004e-03  6.784860e-03
                 [,16]         [,17]         [,18]
    [1,]  7.326788e-04 -9.813260e-04 -2.820453e-04
    [2,] -8.752669e-03  6.555403e-03 -8.337202e-04
    [3,]  1.904430e-03 -1.473525e-03  1.535139e-03
                 [,19]         [,20]         [,21]
    [1,]  1.233356e-03  1.949540e-03  1.099640e-02
    [2,]  3.213594e-04 -3.794543e-03 -1.742198e-03
    [3,]  2.633988e-03  2.956785e-03 -8.879634e-04
                 [,22]         [,23]         [,24]
    [1,] -5.448599e-07  1.634945e-03  8.651210e-04
    [2,]  7.459415e-03 -2.025973e-03 -6.126344e-07
    [3,]  1.734360e-03  1.310241e-03 -2.349384e-03
                 [,25]         [,26]         [,27]
    [1,]  2.023940e-03 -9.947135e-04 -1.636341e-03
    [2,] -1.702028e-03 -2.736171e-03  1.934929e-03
    [3,]  8.024375e-04 -3.279439e-05  8.680283e-05
                 [,28]         [,29]         [,30]
    [1,]  3.204423e-04 -3.161228e-04 -8.236965e-03
    [2,] -1.939310e-04  6.722646e-04 -1.378039e-03
    [3,]  4.130406e-04  1.271849e-03  6.501188e-04
                 [,31]         [,32]         [,33]
    [1,]  4.000275e-03  4.373506e-03  7.329696e-04
    [2,] -1.137144e-03  3.303585e-04  2.668621e-03
    [3,] -4.674180e-04  3.314880e-04 -2.446751e-03
                 [,34]         [,35]         [,36]
    [1,]  8.988589e-05  1.018570e-03  9.616541e-04
    [2,]  5.990471e-06  2.007703e-03  6.792674e-04
    [3,]  4.350597e-04  1.914115e-04 -1.741587e-04
                 [,37]         [,38]         [,39]
    [1,]  4.187637e-04 -5.041959e-04  2.752145e-03
    [2,]  2.016386e-03  6.439190e-04 -2.931629e-03
    [3,]  6.353305e-04 -3.824646e-04 -2.727632e-03
                 [,40]         [,41]         [,42]
    [1,]  1.299408e-04  1.097746e-03 -6.786715e-04
    [2,] -2.231048e-03 -1.466807e-03 -2.884184e-03
    [3,]  2.099358e-04  1.459827e-03 -1.218566e-04
                 [,43]         [,44]         [,45]
    [1,]  2.032776e-03  6.067443e-04 -8.721835e-05
    [2,]  1.098842e-04  6.118776e-03  1.008586e-04
    [3,]  2.266988e-04 -1.169037e-04  5.797643e-04
                 [,46]         [,47]         [,48]
    [1,]  9.314880e-04 -1.580089e-05 -2.598448e-04
    [2,]  5.778558e-04  3.496172e-03 -2.306038e-03
    [3,] -1.188119e-03  3.543697e-04  1.081516e-03
                 [,49]         [,50]         [,51]
    [1,] -2.538797e-03  4.219664e-04  1.771039e-03
    [2,] -2.915537e-04  1.055508e-03 -8.225586e-04
    [3,] -1.003090e-03  1.153076e-03 -9.274126e-04
                 [,52]         [,53]         [,54]
    [1,] -2.454181e-04  1.982141e-03  2.043108e-03
    [2,] -1.548285e-03  1.410696e-03  6.170294e-03
    [3,]  1.317572e-03 -1.698861e-03  6.591528e-04
                 [,55]         [,56]         [,57]
    [1,] -7.012755e-04  2.061660e-03 -1.922648e-03
    [2,] -2.571327e-03 -1.826232e-03  2.038155e-03
    [3,]  4.885150e-04  1.704048e-06  1.715155e-04
                 [,58]         [,59]         [,60]
    [1,]  1.121390e-03 -1.649432e-03  1.198144e-03
    [2,]  3.964040e-04 -2.440165e-03 -2.262867e-03
    [3,] -1.577658e-03 -1.180804e-03  1.304482e-03
                 [,61]         [,62]         [,63]
    [1,]  2.848211e-03  1.110206e-03  6.914024e-04
    [2,]  2.621702e-03  5.172332e-03 -1.302289e-03
    [3,] -2.054805e-03  6.647399e-04  2.887555e-05
                 [,64]         [,65]         [,66]
    [1,]  3.109915e-03 -1.719223e-03  5.067816e-04
    [2,] -1.262060e-03  6.136136e-03  2.938773e-03
    [3,]  1.068041e-03  2.216602e-03  2.346310e-03
                 [,67]         [,68]         [,69]
    [1,] -5.280562e-04 -1.832403e-03  2.792750e-03
    [2,]  3.281396e-03 -6.319108e-04  3.340267e-03
    [3,] -7.097094e-04  1.259019e-03  3.606328e-03
                 [,70]         [,71]         [,72]
    [1,]  1.925881e-03  4.294705e-03  8.799512e-04
    [2,]  2.602141e-03  6.727283e-03  9.981770e-04
    [3,] -8.869630e-03 -4.378652e-03  3.260423e-05
                 [,73]         [,74]         [,75]
    [1,] -2.533658e-03  3.106577e-03  1.927356e-03
    [2,] -6.483561e-03  6.239738e-03  2.803994e-03
    [3,] -1.620452e-03  1.157065e-03  4.095259e-04
                 [,76]         [,77]         [,78]
    [1,] -5.994623e-03  6.672646e-03  6.169828e-03
    [2,] -7.434046e-03 -1.684125e-03 -3.037251e-03
    [3,] -3.715752e-03  1.199871e-03  7.244548e-04
                 [,79]         [,80]         [,81]
    [1,] -9.255183e-03  2.711997e-03 -1.043451e-03
    [2,]  1.845353e-03  4.026166e-03  3.120745e-03
    [3,] -2.629438e-03 -3.554363e-03 -4.427969e-04
                 [,82]         [,83]         [,84]
    [1,]  4.083377e-04  2.010724e-03 -3.417937e-03
    [2,]  1.963571e-04 -2.074598e-04 -3.719151e-03
    [3,]  3.531025e-03 -4.173054e-05 -1.685632e-03
                 [,85]         [,86]         [,87]
    [1,] -1.685039e-03  2.432579e-03  4.515404e-04
    [2,]  2.066153e-03  4.224841e-04  7.266253e-04
    [3,]  8.755009e-04 -1.039202e-03  2.392120e-06
                 [,88]         [,89]         [,90]
    [1,]  2.780163e-03 -4.301008e-03  7.703586e-03
    [2,]  5.787806e-04 -3.477913e-04  9.110483e-03
    [3,]  9.569664e-03 -7.016925e-03 -3.929129e-03
                 [,91]         [,92]         [,93]
    [1,] -3.566455e-03  5.508741e-03 -5.551156e-03
    [2,] -4.766346e-03  7.099083e-03 -3.771526e-03
    [3,]  1.945539e-03 -6.184473e-04  8.466207e-04
                 [,94]         [,95]         [,96]
    [1,]  2.790699e-03  2.049966e-03 -1.098369e-02
    [2,]  1.480561e-03 -3.898696e-03 -2.946155e-03
    [3,] -1.901029e-03 -7.781258e-04  4.004164e-03
                 [,97]         [,98]         [,99]
    [1,] -2.298659e-03 -4.700001e-03 -2.406549e-03
    [2,] -2.287479e-03 -6.521053e-04 -1.257208e-02
    [3,]  2.115555e-03 -1.833341e-03 -1.376453e-04
                [,100]        [,101]        [,102]
    [1,] -7.185824e-03  5.904884e-03 -5.126592e-04
    [2,] -6.696899e-03  1.870342e-03  2.151698e-03
    [3,]  5.658791e-05  3.621388e-03 -4.236985e-03
                [,103]        [,104]        [,105]
    [1,]  9.069998e-04  6.792709e-03 -2.663473e-03
    [2,]  3.160138e-03 -1.908172e-03  3.753294e-03
    [3,]  2.632032e-03 -1.379949e-03  5.885190e-03
                [,106]        [,107]        [,108]
    [1,] -8.940701e-03  1.450104e-04 -6.306003e-03
    [2,]  1.092327e-03  1.541513e-04 -2.166071e-03
    [3,] -4.370770e-03  3.857012e-03  6.985435e-03
                [,109]        [,110]        [,111]
    [1,]  2.665363e-04  1.449355e-04  2.708038e-03
    [2,]  5.005247e-03  3.700560e-04  3.536979e-03
    [3,]  4.746194e-03 -1.215176e-03 -1.522399e-03
                [,112]        [,113]        [,114]
    [1,]  3.010465e-04 -2.113046e-03  3.878983e-03
    [2,]  1.753064e-03  1.859313e-03 -1.150601e-03
    [3,] -4.891208e-03 -4.124020e-03  5.248288e-04
                [,115]        [,116]        [,117]
    [1,]  6.311770e-03 -8.810581e-04  1.960428e-03
    [2,]  1.443592e-03 -1.157615e-03 -3.398961e-03
    [3,] -1.593054e-03 -1.343092e-03  1.056946e-02
                [,118]        [,119]        [,120]
    [1,] -9.399363e-03  4.878743e-03 -3.352728e-03
    [2,] -2.053788e-04 -3.160299e-03 -1.060529e-03
    [3,]  1.400753e-02 -5.052775e-03 -2.821986e-03
                [,121]        [,122]        [,123]
    [1,] -1.997953e-04 -3.805347e-03  3.815384e-03
    [2,]  3.499598e-03  2.083396e-03  2.626220e-03
    [3,] -3.523894e-03 -7.737480e-03 -3.361425e-03
                [,124]        [,125]        [,126]
    [1,]  5.382199e-03  5.058762e-03  4.650090e-03
    [2,] -7.673287e-04  1.481335e-03  3.620659e-04
    [3,] -3.004544e-03  3.046646e-03  5.780405e-03
                [,127]        [,128]        [,129]
    [1,] -5.758881e-03  4.878173e-03  2.866902e-03
    [2,]  3.376014e-03 -1.828036e-03 -3.163531e-03
    [3,]  6.046415e-03 -6.359563e-03 -7.941290e-03
                [,130]        [,131]        [,132]
    [1,]  1.411154e-02 -3.689233e-04 -2.836943e-03
    [2,]  3.923918e-05  2.901557e-03 -2.073025e-03
    [3,]  7.796104e-03  1.101110e-03 -1.587304e-03
                [,133]        [,134]        [,135]
    [1,] -1.875018e-03 -5.329755e-03 -4.284414e-03
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                [,289]        [,290]        [,291]
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                [,298]        [,299]        [,300]
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    [3,] -8.218558e-04  2.732797e-03 -1.488177e-03
                [,304]        [,305]        [,306]
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                [,307]        [,308]        [,309]
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    [2,] -5.663570e-04 -7.152920e-04 -7.925363e-04
    [3,] -7.215975e-03  6.678544e-04 -7.069663e-03
                [,310]        [,311]        [,312]
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    [2,]  1.302205e-03  8.741669e-04  9.230989e-04
    [3,]  2.016450e-03 -3.569412e-03  5.985603e-04
                [,313]        [,314]
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    [2,]  6.604317e-04  3.714838e-02
    [3,] -2.062614e-04 -1.909934e-01
 [ reached getOption("max.print") -- omitted 68199 rows ]

$v
              [,1]          [,2]          [,3]
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  [2,] 0.094897098  3.245617e-03  1.211588e-03
  [3,] 0.035344893  1.938014e-03  6.734608e-03
                [,4]          [,5]          [,6]
  [1,] -3.070579e-03  1.372061e-03 -1.640724e-02
  [2,]  1.385160e-03  1.596712e-02  1.145455e-02
  [3,]  1.753161e-03  3.664865e-03 -1.683291e-03
                [,7]          [,8]          [,9]
  [1,]  2.256990e-02 -3.260814e-03  7.167348e-03
  [2,]  3.032398e-02  4.653218e-03 -1.650160e-02
  [3,]  3.545950e-03  2.908114e-03 -3.481946e-03
               [,10]         [,11]         [,12]
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  [2,] -2.445290e-03 -1.138051e-02  6.004983e-03
  [3,] -5.034529e-03  1.290103e-02  3.582700e-03
               [,13]         [,14]         [,15]
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  [2,]  7.945293e-02 -3.704747e-02  5.387668e-02
  [3,]  7.016998e-04  1.209351e-03  4.575566e-03
               [,16]         [,17]         [,18]
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  [2,]  2.903250e-02 -5.735313e-02 -3.407537e-03
  [3,] -1.680575e-02 -1.039579e-02 -5.122227e-03
               [,19]         [,20]         [,21]
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               [,22]         [,23]         [,24]
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               [,25]         [,26]         [,27]
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  [3,]  1.356131e-02 -5.835407e-03 -2.769898e-04
               [,28]         [,29]         [,30]
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  [3,] -5.706026e-03  6.388668e-03 -0.0035278737
               [,31]         [,32]         [,33]
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  [2,]  1.893612e-01  2.934858e-01  1.185381e-02
  [3,] -8.663930e-03  5.659973e-04 -6.245946e-03
               [,34]         [,35]         [,36]
  [1,]  1.557446e-02  1.854081e-02 -1.553198e-03
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              [,256]        [,257]        [,258]
  [1,]  0.0096236132 -1.709680e-02 -0.0064029728
  [2,] -0.0135352825  1.297447e-02 -0.0207545611
  [3,] -0.0009823907 -2.836125e-02  0.0028553437
              [,259]        [,260]        [,261]
  [1,] -1.330406e-03  1.266639e-02  0.0113568010
  [2,]  3.016972e-03 -1.754045e-02 -0.0066222565
  [3,]  4.826328e-03 -4.920563e-03  0.0074539045
              [,262]        [,263]        [,264]
  [1,]  8.442687e-03 -2.024768e-02 -1.458120e-02
  [2,] -1.135897e-02  2.303080e-02 -2.089807e-02
  [3,]  3.231006e-02  2.179623e-02  2.321452e-02
              [,265]        [,266]        [,267]
  [1,]  2.883026e-02  1.361978e-02  1.390652e-02
  [2,] -2.155392e-02 -2.455263e-03 -2.801214e-03
  [3,] -4.946942e-04  5.831118e-03 -9.468162e-03
              [,268]        [,269]        [,270]
  [1,] -4.422952e-02  1.735904e-02  2.105802e-02
  [2,] -5.319522e-03 -1.930810e-03 -6.207221e-03
  [3,]  1.980614e-02  1.423312e-03 -6.168836e-03
              [,271]        [,272]        [,273]
  [1,]  0.0102627818 -1.861684e-02 -1.538822e-04
  [2,] -0.0121037609  2.958680e-03 -7.118918e-03
  [3,]  0.0039423181  7.582264e-03 -6.798884e-03
              [,274]        [,275]        [,276]
  [1,] -2.437150e-03 -8.460605e-03  1.801272e-02
  [2,] -8.812687e-03  1.116548e-02 -5.057744e-03
  [3,]  1.232349e-02  2.381522e-02  6.833003e-03
              [,277]        [,278]        [,279]
  [1,]  2.712129e-02 -7.986830e-03 -9.960826e-03
  [2,] -5.667827e-03 -1.090921e-02 -1.639949e-03
  [3,] -9.318086e-03  9.672402e-03  5.576073e-03
              [,280]        [,281]        [,282]
  [1,] -4.146905e-03 -1.672646e-02  1.662861e-02
  [2,]  7.650025e-03 -2.656597e-03  2.785291e-03
  [3,] -1.256725e-02  2.386132e-02 -5.361138e-03
              [,283]        [,284]        [,285]
  [1,]  1.021766e-02 -7.072045e-03 -3.129304e-03
  [2,] -2.646874e-03 -9.893021e-03  8.098293e-03
  [3,]  1.851299e-03 -2.530601e-04 -6.223920e-03
              [,286]        [,287]        [,288]
  [1,] -9.957445e-03 -3.264529e-03  1.175496e-02
  [2,] -1.093690e-02  3.448979e-03 -5.568321e-04
  [3,] -1.582250e-03  1.411642e-02 -8.351262e-03
              [,289]        [,290]        [,291]
  [1,] -1.088359e-02 -1.243928e-02  1.013095e-02
  [2,] -2.808894e-03  4.773022e-03  4.657201e-03
  [3,]  1.873797e-02  1.805347e-02 -3.840469e-02
              [,292]        [,293]        [,294]
  [1,] -9.804215e-03  1.840581e-02 -3.460242e-02
  [2,] -1.065580e-02 -1.877089e-02  2.323617e-04
  [3,]  6.313759e-02 -8.423810e-03  2.504131e-02
              [,295]        [,296]        [,297]
  [1,]  2.139431e-02 -1.301204e-02  5.243550e-04
  [2,]  6.051592e-04  9.369123e-03  4.633571e-04
  [3,] -2.271616e-02  3.055928e-03 -2.195026e-02
              [,298]        [,299]        [,300]
  [1,] -7.986755e-02  3.155758e-03 -0.0148951674
  [2,]  4.213307e-02  2.020398e-03  0.0062440635
  [3,] -1.638796e-02  9.438698e-03  0.0117468603
              [,301]        [,302]        [,303]
  [1,]  0.0060017897 -0.0278234254  5.208047e-02
  [2,]  0.0323371552  0.0100510328 -1.430291e-02
  [3,] -0.0276321153 -0.0147517742  1.346810e-02
              [,304]        [,305]        [,306]
  [1,] -0.0011822165  1.728261e-03 -0.0117223406
  [2,] -0.0055917020 -1.192409e-02 -0.0306427684
  [3,]  0.0102297779  1.986912e-02  0.0153927194
              [,307]        [,308]        [,309]
  [1,]  0.0325010441  9.223716e-03 -2.753185e-02
  [2,]  0.0475902856  3.391675e-03 -2.786095e-02
  [3,] -0.0243797286  3.057508e-03 -1.130930e-02
              [,310]        [,311]        [,312]
  [1,]  0.0044039690 -0.0237149883  5.576186e-03
  [2,]  0.0186378632 -0.0665379758  7.729327e-03
  [3,] -0.0063404046  0.0018573003 -7.899281e-03
              [,313]      [,314]
  [1,] -6.811953e-03  0.05643326
  [2,] -7.102186e-03  0.05643326
  [3,] -1.761650e-03  0.05643326
 [ reached getOption("max.print") -- omitted 311 rows ]

Logistic Regression, no preprocessing

Try Expectation-Maximization

gameInfo.EM <- Mclust(
  data = gameInfo %>%
  select(!1:3)
)
fitting ...

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summary(gameInfo.EM)
---------------------------------------------------- 
Gaussian finite mixture model fitted by EM algorithm 
---------------------------------------------------- 

Mclust XXX (ellipsoidal multivariate normal) model
with 1 component: 

Clustering table:
    1 
68202 
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